Norbert P. Hoffmann

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 5

Top Topics

Data Assimilation

Bilateral Symmetry

Top Venues

Commun. Nonlinear Sci. Numer. Simul.

Frontiers Appl. Math. Stat.

Neural Networks

Publications

Svenja Ehlers, Niklas A. Wagner, Annamaria Scherzl, Marco Klein, Norbert P. Hoffmann, Merten Stender
Data assimilation and parameter identification for water waves using the nonlinear Schrödinger equation and physics-informed neural networks. CoRR (2024)
Svenja Ehlers, Marco Klein, Alexander Heinlein, Mathies Wedler, Nicolas Desmars, Norbert P. Hoffmann, Merten Stender
Machine learning for phase-resolved reconstruction of nonlinear ocean wave surface elevations from sparse remote sensing data. CoRR (2023)
Charlotte Geier, Merten Stender, Norbert P. Hoffmann
Data-driven reduced order modeling for mechanical oscillators using Koopman approaches. Frontiers Appl. Math. Stat. 9 (2023)
Mathies Wedler, Merten Stender, Marco Klein, Svenja Ehlers, Norbert P. Hoffmann
Surface similarity parameter: A new machine learning loss metric for oscillatory spatio-temporal data. Neural Networks 156 (2022)
Antonio Papangelo, A. Grolet, Loic Salles, Norbert P. Hoffmann, Michele Ciavarella
Snaking bifurcations in a self-excited oscillator chain with cyclic symmetry. Commun. Nonlinear Sci. Numer. Simul. 44 (2017)